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AI agent pricing benchmark: what MCP-ready tools charge

What 18 MCP-ready AI tools charge to start, read on each vendor's pricing page in November 2026: per second, per minute, per token, per seat or per month.

Team AgentsIndexPublished 14 Nov 2026Checked 14 Nov 2026How we check6 min readEditorial policy

See the comparison table Markdown

Each of these 18 AI tools works with MCP: as a server an agent can call, or as a client that connects out to other MCP servers. Table 1 shows what each charges to start, as its own pricing page said when we read it in November 2026, and how the bill grows from there: by the second, the minute, the token, the seat or the month.

Updated 14 November 2026.

Method. For each tool we read the vendor’s own pricing page and its MCP documentation. Table 1 shows the entry price as the page states it, in the vendor’s own currency, and the day we read it. A “from” price is the lowest the page shows, so treat it as a floor. Full method: how we check listings.

What MCP-ready AI tools charge to start

Table 1 Entry prices of 18 MCP-ready AI tools, checked 8 to 14 November 2026 (day per row)

ToolWhat it doesEntry priceHow it billsMCP serverChecked

Replicate

Runs and fine-tunes AI models through an API

From $0.000025 a second

Usage

Yes

14 Nov 2026

TinyFish

Web search, page fetch and cloud browsers for agents

$0.002 a minute

Usage

Yes

13 Nov 2026

Hume AI

Audio model that answers questions about speech and sound

$0.47 per 1M input tokens

Usage

Partly

8 Nov 2026

nRouter

LLM gateway at each provider’s list price

$5 minimum credit top-up

Credits

Partly

11 Nov 2026

ORANO

Turns saved videos into summaries and task plans

$5 a month

Month

Yes

12 Nov 2026

Reclaim

Calendar agents that schedule focus time, tasks and meetings

$12 a seat a month

Seat

Partly

12 Nov 2026

Otter.ai

Meeting notetaker that joins calls or records without a bot

$16.99 a seat a month

Seat

Yes

12 Nov 2026

Claude

Anthropic’s assistant app with Cowork tasks and MCP connectors

$20 a month

Month

Partly

12 Nov 2026

AgentMail

Email inboxes that agents send, receive and thread

$20 a month

Month

Yes

12 Nov 2026

Arcmira

Searchable YouTube and podcast transcripts for agents

$20 a month

Month

Yes

8 Nov 2026

What’s Trending

Social listening with source links and engagement

From $20 a month

Month

Partly

8 Nov 2026

UI Discovery

Library of real sites and apps with their palettes and fonts

From $20 a month

Month

Yes

13 Nov 2026

Hyper

Engineering platform that tests each delivery on its own servers

$20 a month

Month

Yes

14 Nov 2026

Pragor

Shared board where agents coordinate tasks and wait on approvals

€21.75 a month (about $24)

Activity events

Yes

12 Nov 2026

Lindy

AI employee in Slack, email and iMessage that asks before acting

From $29.99 a seat a month

Seat and usage

Partly

13 Nov 2026

LangSmith

Tracing, evaluation and deployment for agents

$39 a seat a month

Seat and usage

Yes

10 Nov 2026

ERIUS PHONE

Virtual Android phones rented to AI agents

From €40 a month (about $44)

Month

Yes

13 Nov 2026

AgentQL

Query language that returns web page data as JSON

$99 a month

Month

Yes

13 Nov 2026

agentsindex.aiHow we check

“Partly” in the MCP column means the vendor documents MCP for part of the product, for example a connector to outside servers or a docs server, rather than a full server for the product itself.

Three ways the bill grows

Usage. Replicate, TinyFish and Hume AI charge for what runs: seconds of compute, minutes of browser time, tokens sent. nRouter works from a prepaid balance with a $5 minimum top-up. Pragor starts at €21.75 a month (about $24) and bills on the activity events agents produce. An agent that calls these tools in a loop moves the bill with every call, so the volume you expect matters more than the entry price.

Seat. Reclaim and Otter.ai charge per person, so the bill follows headcount.

Seat and usage. LangSmith charges per seat and meters traces beyond those included. Lindy charges per seat, and its seats feed a credit pool that metered work draws down.

Month. ORANO, Claude, AgentMail, Arcmira, What’s Trending, UI Discovery, Hyper, ERIUS PHONE and AgentQL charge a set amount a month for the plan. Higher plans raise the limits.

What a month costs, worked through

These use the entry prices in Table 1 and state the assumption. Where the price is a “from” price, the result is the least the month costs.

LangSmith for a team of 5. 5 × $39 = $195 a month for the seats.
Reclaim for a team of 10. 10 × $12 = $120 a month.
Otter.ai for 4 people. 4 × $16.99 = $67.96 a month.
Lindy for 3 people. 3 × $29.99 = $89.97 a month at least.
TinyFish for 10,000 browser minutes. 10,000 × $0.002 = $20.
Hume AI for 10 million input tokens. 10 × $0.47 = $4.70.

How to read these prices

One person, steady use: a monthly plan keeps the bill fixed. Check what the plan’s limits allow before the agent runs at volume.
A team: per-seat prices scale with the number of people, as in the LangSmith and Reclaim examples.
An agent that runs on its own: usage prices scale with calls, minutes or tokens. Multiply the entry price by your expected monthly volume.
Prices in euros: Pragor and ERIUS PHONE publish in euros. Table 1 shows them as published.
More on agent costs: our AI agent pricing comparison goes tool by tool.

Questions people ask

Which MCP-ready tools charge per seat?

Reclaim at $12, Otter.ai at $16.99, Lindy from $29.99 and LangSmith at $39 a seat a month.

Which MCP-ready tools bill by usage?

Replicate from $0.000025 a second, TinyFish at $0.002 a minute and Hume AI at $0.47 per 1M input tokens. nRouter bills against a balance that starts with a $5 top-up.

Which tools in Table 1 run a full MCP server?

Replicate, TinyFish, ORANO, Otter.ai, AgentMail, Arcmira, UI Discovery, Hyper, Pragor, LangSmith, ERIUS PHONE and AgentQL. Hume AI, nRouter, Reclaim, Claude, What’s Trending and Lindy support MCP in part.